This paper presents a technique for approximating the viscosity solution of the Bellman equation in deterministic control problems. This technique, based on discrete dynamic programming, leads to monotonically converging schemes and allows to prove a priori error estimates. Several computational algorithms leading to monotone convergence are reviewed and compared.
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Dolcetta et al. (1989) studied this question.
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